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Models/UniOT

UniOT

Reported on 8 benchmarks across 2 tasks · 1 paper · 6 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology4 results

Domain AdaptationonOffice-31
H-score· 2022-10-31
91.13
best: 95.95 (UniAM)
SOTA
Unified Optimal Transport Framework for Universal Domain Adaptation arXiv:2210.17067
Domain AdaptationonOffice-Home
H-Score· 2022-10-31
76.57
best: 89.44 (TASC)
SOTA
Unified Optimal Transport Framework for Universal Domain Adaptation arXiv:2210.17067
Domain AdaptationonDomainNet
H-Score· 2022-10-31
52.04
best: 73.28 (TASC)
SOTA
Unified Optimal Transport Framework for Universal Domain Adaptation arXiv:2210.17067
Domain AdaptationonVisDA2017
H-score· 2022-10-31
57.32
best: 90.36 (TASC)
Unified Optimal Transport Framework for Universal Domain Adaptation arXiv:2210.17067

Computer Vision4 results

Universal Domain AdaptationonOffice-31
H-score· 2022-10-31
91.13
best: 95.95 (UniAM)
SOTA
Unified Optimal Transport Framework for Universal Domain Adaptation arXiv:2210.17067
Universal Domain AdaptationonOffice-Home
H-Score· 2022-10-31
76.57
best: 89.44 (TASC)
SOTA
Unified Optimal Transport Framework for Universal Domain Adaptation arXiv:2210.17067
Universal Domain AdaptationonDomainNet
H-Score· 2022-10-31
52.04
best: 73.28 (TASC)
SOTA
Unified Optimal Transport Framework for Universal Domain Adaptation arXiv:2210.17067
Universal Domain AdaptationonVisDA2017
H-score· 2022-10-31
57.32
best: 90.36 (TASC)
Unified Optimal Transport Framework for Universal Domain Adaptation arXiv:2210.17067